Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 460556 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 87.8 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 13 |
| DateTime | 1 |
lifecycle:transition has constant value "complete" | Constant |
matricola has constant value "0.0" | Constant |
org:resource has a high cardinality: 148 distinct values | High cardinality |
case:concept:name has a high cardinality: 129615 distinct values | High cardinality |
totalPaymentAmount is highly correlated with paymentAmount | High correlation |
paymentAmount is highly correlated with totalPaymentAmount | High correlation |
timesincemidnight is highly correlated with hour | High correlation |
hour is highly correlated with timesincemidnight | High correlation |
timesincemidnight is highly correlated with hour and 2 other fields | High correlation |
dismissal is highly correlated with lifecycle:transition and 1 other fields | High correlation |
notificationType is highly correlated with lifecycle:transition and 1 other fields | High correlation |
hour is highly correlated with timesincemidnight and 2 other fields | High correlation |
article is highly correlated with lifecycle:transition and 1 other fields | High correlation |
lifecycle:transition is highly correlated with timesincemidnight and 9 other fields | High correlation |
vehicleClass is highly correlated with lifecycle:transition and 1 other fields | High correlation |
matricola is highly correlated with timesincemidnight and 9 other fields | High correlation |
concept:name is highly correlated with lifecycle:transition and 1 other fields | High correlation |
label is highly correlated with lifecycle:transition and 1 other fields | High correlation |
lastSent is highly correlated with lifecycle:transition and 1 other fields | High correlation |
case:concept:name is uniformly distributed | Uniform |
totalPaymentAmount has 383320 (83.2%) zeros | Zeros |
points has 445503 (96.7%) zeros | Zeros |
expense has 186095 (40.4%) zeros | Zeros |
paymentAmount has 383321 (83.2%) zeros | Zeros |
weekday has 73350 (15.9%) zeros | Zeros |
timesincelastevent has 141493 (30.7%) zeros | Zeros |
timesincecasestart has 139927 (30.4%) zeros | Zeros |
Reproduction
| Analysis started | 2021-03-23 07:54:10.611623 |
|---|---|
| Analysis finished | 2021-03-23 07:55:59.782810 |
| Duration | 1 minute and 49.17 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
amount
Real number (ℝ≥0)
| Distinct | 204 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.27446406 |
|---|---|
| Minimum | 0 |
| Maximum | 8000 |
| Zeros | 111 |
| Zeros (%) | < 0.1% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 33.6 |
| median | 36 |
| Q3 | 68.77 |
| 95-th percentile | 143 |
| Maximum | 8000 |
| Range | 8000 |
| Interquartile range (IQR) | 35.17 |
Descriptive statistics
| Standard deviation | 83.15059319 |
|---|---|
| Coefficient of variation (CV) | 1.402806327 |
| Kurtosis | 1085.624752 |
| Mean | 59.27446406 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 19.66363976 |
| Sum | 27299210.07 |
| Variance | 6914.021148 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 56158 | 12.2% |
| 33.6 | 41682 | 9.1% |
| 36 | 40830 | 8.9% |
| 38 | 31870 | 6.9% |
| 31.3 | 30434 | 6.6% |
| 32.8 | 23687 | 5.1% |
| 32 | 20126 | 4.4% |
| 39 | 18424 | 4.0% |
| 71.5 | 16704 | 3.6% |
| 74 | 15892 | 3.5% |
| Other values (194) | 164749 |
| Value | Count | Frequency (%) |
| 0 | 111 | < 0.1% |
| 18.78 | 3811 | |
| 19 | 1570 | |
| 19.68 | 2988 | |
| 19.95 | 2454 |
| Value | Count | Frequency (%) |
| 8000 | 3 | |
| 7546 | 2 | < 0.1% |
| 4351 | 3 | |
| 4000 | 4 | |
| 3684.5 | 7 |
| Distinct | 148 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| 538.0 | 27429 |
|---|---|
| 550.0 | 24515 |
| 541.0 | 21934 |
| 537.0 | 21175 |
| 559.0 | 17749 |
| Other values (143) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.655681394 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2144202 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 561.0 |
|---|---|
| 2nd row | 561.0 |
| 3rd row | 561.0 |
| 4th row | 561.0 |
| 5th row | 561.0 |
| Value | Count | Frequency (%) |
| 538.0 | 27429 | 6.0% |
| 550.0 | 24515 | 5.3% |
| 541.0 | 21934 | 4.8% |
| 537.0 | 21175 | 4.6% |
| 559.0 | 17749 | 3.9% |
| 536.0 | 15423 | 3.3% |
| 557.0 | 15152 | 3.3% |
| 49.0 | 13710 | 3.0% |
| 561.0 | 10980 | 2.4% |
| 558.0 | 10677 | 2.3% |
| Other values (138) | 281812 |
| Value | Count | Frequency (%) |
| 538.0 | 27429 | 6.0% |
| 550.0 | 24515 | 5.3% |
| 541.0 | 21934 | 4.8% |
| 537.0 | 21175 | 4.6% |
| 559.0 | 17749 | 3.9% |
| 536.0 | 15423 | 3.3% |
| 557.0 | 15152 | 3.3% |
| 49.0 | 13710 | 3.0% |
| 561.0 | 10980 | 2.4% |
| 558.0 | 10677 | 2.3% |
| Other values (138) | 281812 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 536822 | |
| . | 460547 | |
| 5 | 361448 | |
| 8 | 162446 | 7.6% |
| 3 | 134524 | 6.3% |
| 4 | 115253 | 5.4% |
| 6 | 91436 | 4.3% |
| 1 | 83819 | 3.9% |
| 2 | 77651 | 3.6% |
| 7 | 60630 | 2.8% |
| Other values (6) | 59626 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1683610 | |
| Other Punctuation | 460547 | 21.5% |
| Lowercase Letter | 45 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 536822 | |
| 5 | 361448 | |
| 8 | 162446 | 9.6% |
| 3 | 134524 | 8.0% |
| 4 | 115253 | 6.8% |
| 6 | 91436 | 5.4% |
| 1 | 83819 | 5.0% |
| 2 | 77651 | 4.6% |
| 7 | 60630 | 3.6% |
| 9 | 59581 | 3.5% |
| Value | Count | Frequency (%) |
| o | 9 | |
| t | 9 | |
| h | 9 | |
| e | 9 | |
| r | 9 |
| Value | Count | Frequency (%) |
| . | 460547 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2144157 | |
| Latin | 45 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 536822 | |
| . | 460547 | |
| 5 | 361448 | |
| 8 | 162446 | 7.6% |
| 3 | 134524 | 6.3% |
| 4 | 115253 | 5.4% |
| 6 | 91436 | 4.3% |
| 1 | 83819 | 3.9% |
| 2 | 77651 | 3.6% |
| 7 | 60630 | 2.8% |
| Value | Count | Frequency (%) |
| o | 9 | |
| t | 9 | |
| h | 9 | |
| e | 9 | |
| r | 9 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2144202 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 536822 | |
| . | 460547 | |
| 5 | 361448 | |
| 8 | 162446 | 7.6% |
| 3 | 134524 | 6.3% |
| 4 | 115253 | 5.4% |
| 6 | 91436 | 4.3% |
| 1 | 83819 | 3.9% |
| 2 | 77651 | 3.6% |
| 7 | 60630 | 2.8% |
| Other values (6) | 59626 | 2.8% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| NIL | |
|---|---|
| # | 2030 |
| G | 105 |
| @ | 37 |
| D | 17 |
| Other values (3) | 35 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 2.99044633 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1377268 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NIL |
|---|---|
| 2nd row | NIL |
| 3rd row | NIL |
| 4th row | NIL |
| 5th row | NIL |
| Value | Count | Frequency (%) |
| NIL | 458332 | |
| # | 2030 | 0.4% |
| G | 105 | < 0.1% |
| @ | 37 | < 0.1% |
| D | 17 | < 0.1% |
| other | 12 | < 0.1% |
| C | 12 | < 0.1% |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| nil | 458332 | |
| 2067 | 0.4% | |
| g | 105 | < 0.1% |
| d | 17 | < 0.1% |
| other | 12 | < 0.1% |
| c | 12 | < 0.1% |
| 4 | 11 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 458332 | |
| I | 458332 | |
| L | 458332 | |
| # | 2030 | 0.1% |
| G | 105 | < 0.1% |
| @ | 37 | < 0.1% |
| D | 17 | < 0.1% |
| C | 12 | < 0.1% |
| o | 12 | < 0.1% |
| t | 12 | < 0.1% |
| Other values (4) | 47 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1375130 | |
| Other Punctuation | 2067 | 0.2% |
| Lowercase Letter | 60 | < 0.1% |
| Decimal Number | 11 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| N | 458332 | |
| I | 458332 | |
| L | 458332 | |
| G | 105 | < 0.1% |
| D | 17 | < 0.1% |
| C | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| o | 12 | |
| t | 12 | |
| h | 12 | |
| e | 12 | |
| r | 12 |
| Value | Count | Frequency (%) |
| # | 2030 | |
| @ | 37 | 1.8% |
| Value | Count | Frequency (%) |
| 4 | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1375190 | |
| Common | 2078 | 0.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| N | 458332 | |
| I | 458332 | |
| L | 458332 | |
| G | 105 | < 0.1% |
| D | 17 | < 0.1% |
| C | 12 | < 0.1% |
| o | 12 | < 0.1% |
| t | 12 | < 0.1% |
| h | 12 | < 0.1% |
| e | 12 | < 0.1% |
| Value | Count | Frequency (%) |
| # | 2030 | |
| @ | 37 | 1.8% |
| 4 | 11 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1377268 |
Most frequent character per block
| Value | Count | Frequency (%) |
| N | 458332 | |
| I | 458332 | |
| L | 458332 | |
| # | 2030 | 0.1% |
| G | 105 | < 0.1% |
| @ | 37 | < 0.1% |
| D | 17 | < 0.1% |
| C | 12 | < 0.1% |
| o | 12 | < 0.1% |
| t | 12 | < 0.1% |
| Other values (4) | 47 | < 0.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| Create Fine | |
|---|---|
| Send Fine | |
| Insert Fine Notification | |
| Add penalty | |
| Payment | |
| Other values (5) | 10752 |
Length
| Max length | 37 |
|---|---|
| Median length | 11 |
| Mean length | 12.6400264 |
| Min length | 7 |
Characters and Unicode
| Total characters | 5821440 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Create Fine |
|---|---|
| 2nd row | Send Fine |
| 3rd row | Insert Fine Notification |
| 4th row | Add penalty |
| 5th row | Create Fine |
| Value | Count | Frequency (%) |
| Create Fine | 129615 | |
| Send Fine | 83232 | |
| Insert Fine Notification | 79860 | |
| Add penalty | 79860 | |
| Payment | 77237 | |
| Insert Date Appeal to Prefecture | 4184 | 0.9% |
| Send Appeal to Prefecture | 4121 | 0.9% |
| Receive Result Appeal from Prefecture | 999 | 0.2% |
| Notify Result Appeal to Offender | 896 | 0.2% |
| Appeal to Judge | 552 | 0.1% |
| Value | Count | Frequency (%) |
| fine | 292707 | |
| create | 129615 | |
| send | 87353 | 9.2% |
| insert | 84044 | 8.8% |
| notification | 79860 | 8.4% |
| penalty | 79860 | 8.4% |
| add | 79860 | 8.4% |
| payment | 77237 | 8.1% |
| appeal | 10752 | 1.1% |
| to | 9753 | 1.0% |
| Other values (8) | 19725 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 930515 | |
| n | 701957 | |
| t | 556508 | |
| i | 534182 | |
| 490210 | 8.4% | |
| a | 381508 | 6.6% |
| F | 292707 | 5.0% |
| d | 248521 | 4.3% |
| r | 234162 | 4.0% |
| o | 171368 | 2.9% |
| Other values (20) | 1279802 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4471076 | |
| Uppercase Letter | 860154 | 14.8% |
| Space Separator | 490210 | 8.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 930515 | |
| n | 701957 | |
| t | 556508 | |
| i | 534182 | |
| a | 381508 | |
| d | 248521 | 5.6% |
| r | 234162 | 5.2% |
| o | 171368 | 3.8% |
| y | 157993 | 3.5% |
| p | 101364 | 2.3% |
| Other values (8) | 452998 |
| Value | Count | Frequency (%) |
| F | 292707 | |
| C | 129615 | |
| A | 90612 | 10.5% |
| S | 87353 | 10.2% |
| P | 86541 | 10.1% |
| I | 84044 | 9.8% |
| N | 80756 | 9.4% |
| D | 4184 | 0.5% |
| R | 2894 | 0.3% |
| O | 896 | 0.1% |
| Value | Count | Frequency (%) |
| 490210 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5331230 | |
| Common | 490210 | 8.4% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 930515 | |
| n | 701957 | |
| t | 556508 | |
| i | 534182 | |
| a | 381508 | 7.2% |
| F | 292707 | 5.5% |
| d | 248521 | 4.7% |
| r | 234162 | 4.4% |
| o | 171368 | 3.2% |
| y | 157993 | 3.0% |
| Other values (19) | 1121809 |
| Value | Count | Frequency (%) |
| 490210 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5821440 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 930515 | |
| n | 701957 | |
| t | 556508 | |
| i | 534182 | |
| 490210 | 8.4% | |
| a | 381508 | 6.6% |
| F | 292707 | 5.0% |
| d | 248521 | 4.3% |
| r | 234162 | 4.0% |
| o | 171368 | 2.9% |
| Other values (20) | 1279802 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| A | |
|---|---|
| C | 8524 |
| M | 4391 |
| R | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 460556 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
| Value | Count | Frequency (%) |
| A | 447633 | |
| C | 8524 | 1.9% |
| M | 4391 | 1.0% |
| R | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| a | 447633 | |
| c | 8524 | 1.9% |
| m | 4391 | 1.0% |
| r | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 447633 | |
| C | 8524 | 1.9% |
| M | 4391 | 1.0% |
| R | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 460556 |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 447633 | |
| C | 8524 | 1.9% |
| M | 4391 | 1.0% |
| R | 8 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 460556 |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 447633 | |
| C | 8524 | 1.9% |
| M | 4391 | 1.0% |
| R | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 460556 |
Most frequent character per block
| Value | Count | Frequency (%) |
| A | 447633 | |
| C | 8524 | 1.9% |
| M | 4391 | 1.0% |
| R | 8 | < 0.1% |
| Distinct | 1006 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.789659347 |
|---|---|
| Minimum | 0 |
| Maximum | 4021 |
| Zeros | 383320 |
| Zeros (%) | 83.2% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 46 |
| Maximum | 4021 |
| Range | 4021 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 27.35406785 |
|---|---|
| Coefficient of variation (CV) | 3.112073719 |
| Kurtosis | 1234.297158 |
| Mean | 8.789659347 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.68362497 |
| Sum | 4048130.35 |
| Variance | 748.2450282 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 383320 | |
| 35 | 10693 | 2.3% |
| 36 | 7200 | 1.6% |
| 33.6 | 6341 | 1.4% |
| 38 | 5772 | 1.3% |
| 39 | 4146 | 0.9% |
| 31.3 | 2949 | 0.6% |
| 32.8 | 2449 | 0.5% |
| 32 | 2294 | 0.5% |
| 46 | 1680 | 0.4% |
| Other values (996) | 33712 | 7.3% |
| Value | Count | Frequency (%) |
| 0 | 383320 | |
| 1.32 | 1 | < 0.1% |
| 1.54 | 1 | < 0.1% |
| 3.28 | 2 | < 0.1% |
| 3.36 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4021 | 1 | |
| 1842 | 1 | |
| 1597 | 1 | |
| 1520 | 1 | |
| 1498.5 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| complete |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 3684448 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | complete |
|---|---|
| 2nd row | complete |
| 3rd row | complete |
| 4th row | complete |
| 5th row | complete |
| Value | Count | Frequency (%) |
| complete | 460556 |
| Value | Count | Frequency (%) |
| complete | 460556 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 921112 | |
| c | 460556 | |
| o | 460556 | |
| m | 460556 | |
| p | 460556 | |
| l | 460556 | |
| t | 460556 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3684448 |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 921112 | |
| c | 460556 | |
| o | 460556 | |
| m | 460556 | |
| p | 460556 | |
| l | 460556 | |
| t | 460556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3684448 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 921112 | |
| c | 460556 | |
| o | 460556 | |
| m | 460556 | |
| p | 460556 | |
| l | 460556 | |
| t | 460556 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3684448 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 921112 | |
| c | 460556 | |
| o | 460556 | |
| m | 460556 | |
| p | 460556 | |
| l | 460556 | |
| t | 460556 |
time:timestamp
Date
| Distinct | 4903 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| Minimum | 1999-12-31 23:00:00+00:00 |
|---|---|
| Maximum | 2013-06-17 22:00:00+00:00 |
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| 157.0 | |
|---|---|
| 7.0 | |
| 158.0 | |
| 142.0 | |
| 180.0 | 4038 |
| Other values (45) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.429891262 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2040213 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 157.0 |
|---|---|
| 2nd row | 157.0 |
| 3rd row | 157.0 |
| 4th row | 157.0 |
| 5th row | 157.0 |
| Value | Count | Frequency (%) |
| 157.0 | 200873 | |
| 7.0 | 127905 | |
| 158.0 | 84174 | |
| 142.0 | 23250 | 5.0% |
| 180.0 | 4038 | 0.9% |
| 181.0 | 3503 | 0.8% |
| 80.0 | 2378 | 0.5% |
| 171.0 | 2326 | 0.5% |
| 172.0 | 1781 | 0.4% |
| 146.0 | 1348 | 0.3% |
| Other values (40) | 8980 | 1.9% |
| Value | Count | Frequency (%) |
| 157.0 | 200873 | |
| 7.0 | 127905 | |
| 158.0 | 84174 | |
| 142.0 | 23250 | 5.0% |
| 180.0 | 4038 | 0.9% |
| 181.0 | 3503 | 0.8% |
| 80.0 | 2378 | 0.5% |
| 171.0 | 2326 | 0.5% |
| 172.0 | 1781 | 0.4% |
| 146.0 | 1348 | 0.3% |
| Other values (40) | 8980 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 468296 | |
| . | 460493 | |
| 1 | 333779 | |
| 7 | 333721 | |
| 5 | 285898 | |
| 8 | 94483 | 4.6% |
| 4 | 28427 | 1.4% |
| 2 | 27139 | 1.3% |
| 3 | 3701 | 0.2% |
| 9 | 2163 | 0.1% |
| Other values (6) | 2113 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1579405 | |
| Other Punctuation | 460493 | 22.6% |
| Lowercase Letter | 315 | < 0.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 468296 | |
| 1 | 333779 | |
| 7 | 333721 | |
| 5 | 285898 | |
| 8 | 94483 | 6.0% |
| 4 | 28427 | 1.8% |
| 2 | 27139 | 1.7% |
| 3 | 3701 | 0.2% |
| 9 | 2163 | 0.1% |
| 6 | 1798 | 0.1% |
| Value | Count | Frequency (%) |
| o | 63 | |
| t | 63 | |
| h | 63 | |
| e | 63 | |
| r | 63 |
| Value | Count | Frequency (%) |
| . | 460493 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2039898 | |
| Latin | 315 | < 0.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 468296 | |
| . | 460493 | |
| 1 | 333779 | |
| 7 | 333721 | |
| 5 | 285898 | |
| 8 | 94483 | 4.6% |
| 4 | 28427 | 1.4% |
| 2 | 27139 | 1.3% |
| 3 | 3701 | 0.2% |
| 9 | 2163 | 0.1% |
| Value | Count | Frequency (%) |
| o | 63 | |
| t | 63 | |
| h | 63 | |
| e | 63 | |
| r | 63 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2040213 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 468296 | |
| . | 460493 | |
| 1 | 333779 | |
| 7 | 333721 | |
| 5 | 285898 | |
| 8 | 94483 | 4.6% |
| 4 | 28427 | 1.4% |
| 2 | 27139 | 1.3% |
| 3 | 3701 | 0.2% |
| 9 | 2163 | 0.1% |
| Other values (6) | 2113 | 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1104773361 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 445503 |
| Zeros (%) | 96.7% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.68429259 |
|---|---|
| Coefficient of variation (CV) | 6.193963524 |
| Kurtosis | 66.47490183 |
| Mean | 0.1104773361 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.569668316 |
| Sum | 50881 |
| Variance | 0.4682563487 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 445503 | |
| 2 | 8553 | 1.9% |
| 5 | 4627 | 1.0% |
| 6 | 798 | 0.2% |
| 3 | 606 | 0.1% |
| 10 | 300 | 0.1% |
| 8 | 97 | < 0.1% |
| 4 | 62 | < 0.1% |
| 1 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 445503 | |
| 1 | 10 | < 0.1% |
| 2 | 8553 | 1.9% |
| 3 | 606 | 0.1% |
| 4 | 62 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 300 | 0.1% |
| 8 | 97 | < 0.1% |
| 6 | 798 | 0.2% |
| 5 | 4627 | |
| 4 | 62 | < 0.1% |
| Distinct | 129615 |
|---|---|
| Distinct (%) | 28.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| C20817 | 20 |
|---|---|
| C17607 | 17 |
| V8169 | 17 |
| C10852 | 16 |
| C19108 | 16 |
| Other values (129610) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.197980267 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2854517 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A100 |
|---|---|
| 2nd row | A100 |
| 3rd row | A100 |
| 4th row | A100 |
| 5th row | A10000 |
| Value | Count | Frequency (%) |
| C20817 | 20 | < 0.1% |
| C17607 | 17 | < 0.1% |
| V8169 | 17 | < 0.1% |
| C10852 | 16 | < 0.1% |
| C19108 | 16 | < 0.1% |
| V9576 | 15 | < 0.1% |
| C13062 | 15 | < 0.1% |
| C18190 | 15 | < 0.1% |
| V11249 | 14 | < 0.1% |
| V18853 | 14 | < 0.1% |
| Other values (129605) | 460397 |
| Value | Count | Frequency (%) |
| c20817 | 20 | < 0.1% |
| v8169 | 17 | < 0.1% |
| c17607 | 17 | < 0.1% |
| c10852 | 16 | < 0.1% |
| c19108 | 16 | < 0.1% |
| c13062 | 15 | < 0.1% |
| v9576 | 15 | < 0.1% |
| c18190 | 15 | < 0.1% |
| v18853 | 14 | < 0.1% |
| v11249 | 14 | < 0.1% |
| Other values (129605) | 460397 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 365782 | |
| 2 | 242301 | |
| 6 | 234259 | |
| 4 | 234136 | |
| 5 | 232659 | |
| 3 | 232328 | |
| 7 | 228071 | |
| 8 | 217977 | |
| S | 209594 | |
| 9 | 209537 | |
| Other values (7) | 447873 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2393961 | |
| Uppercase Letter | 460556 | 16.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 365782 | |
| 2 | 242301 | |
| 6 | 234259 | |
| 4 | 234136 | |
| 5 | 232659 | |
| 3 | 232328 | |
| 7 | 228071 | |
| 8 | 217977 | |
| 9 | 209537 | |
| 0 | 196911 |
| Value | Count | Frequency (%) |
| S | 209594 | |
| N | 139455 | |
| A | 64076 | 13.9% |
| V | 23183 | 5.0% |
| C | 16823 | 3.7% |
| P | 7328 | 1.6% |
| L | 97 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2393961 | |
| Latin | 460556 | 16.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 365782 | |
| 2 | 242301 | |
| 6 | 234259 | |
| 4 | 234136 | |
| 5 | 232659 | |
| 3 | 232328 | |
| 7 | 228071 | |
| 8 | 217977 | |
| 9 | 209537 | |
| 0 | 196911 |
| Value | Count | Frequency (%) |
| S | 209594 | |
| N | 139455 | |
| A | 64076 | 13.9% |
| V | 23183 | 5.0% |
| C | 16823 | 3.7% |
| P | 7328 | 1.6% |
| L | 97 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2854517 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 365782 | |
| 2 | 242301 | |
| 6 | 234259 | |
| 4 | 234136 | |
| 5 | 232659 | |
| 3 | 232328 | |
| 7 | 228071 | |
| 8 | 217977 | |
| S | 209594 | |
| 9 | 209537 | |
| Other values (7) | 447873 |
| Distinct | 84 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.415624962 |
|---|---|
| Minimum | 0 |
| Maximum | 60 |
| Zeros | 186095 |
| Zeros (%) | 40.4% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 13.5 |
| 95-th percentile | 16.6 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 6.714056052 |
|---|---|
| Coefficient of variation (CV) | 0.9053931511 |
| Kurtosis | -0.8927615652 |
| Mean | 7.415624962 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.1981031616 |
| Sum | 3415310.57 |
| Variance | 45.07854867 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 186095 | |
| 13.5 | 47123 | 10.2% |
| 11 | 43381 | 9.4% |
| 10 | 23281 | 5.1% |
| 13 | 22892 | 5.0% |
| 6.71 | 22858 | 5.0% |
| 15 | 20225 | 4.4% |
| 14.25 | 15411 | 3.3% |
| 6.46 | 15109 | 3.3% |
| 15.16 | 12473 | 2.7% |
| Other values (74) | 51708 | 11.2% |
| Value | Count | Frequency (%) |
| 0 | 186095 | |
| 4.96 | 15 | < 0.1% |
| 5.6 | 18 | < 0.1% |
| 5.88 | 3 | < 0.1% |
| 6.46 | 15109 | 3.3% |
| Value | Count | Frequency (%) |
| 60 | 3 | < 0.1% |
| 46 | 3 | < 0.1% |
| 45 | 51 | |
| 40 | 14 | < 0.1% |
| 35 | 124 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| missing | |
|---|---|
| P | |
| C | 447 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 4.428013097 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2039348 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | missing |
|---|---|
| 2nd row | missing |
| 3rd row | P |
| 4th row | P |
| 5th row | missing |
| Value | Count | Frequency (%) |
| missing | 263132 | |
| P | 196977 | |
| C | 447 | 0.1% |
| Value | Count | Frequency (%) |
| missing | 263132 | |
| p | 196977 | |
| c | 447 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 526264 | |
| s | 526264 | |
| m | 263132 | |
| n | 263132 | |
| g | 263132 | |
| P | 196977 | 9.7% |
| C | 447 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1841924 | |
| Uppercase Letter | 197424 | 9.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 526264 | |
| s | 526264 | |
| m | 263132 | |
| n | 263132 | |
| g | 263132 |
| Value | Count | Frequency (%) |
| P | 196977 | |
| C | 447 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2039348 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 526264 | |
| s | 526264 | |
| m | 263132 | |
| n | 263132 | |
| g | 263132 | |
| P | 196977 | 9.7% |
| C | 447 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2039348 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 526264 | |
| s | 526264 | |
| m | 263132 | |
| n | 263132 | |
| g | 263132 | |
| P | 196977 | 9.7% |
| C | 447 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| missing | |
|---|---|
| P | |
| N | |
| C | 3658 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 4.481908823 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2064170 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | missing |
|---|---|
| 2nd row | missing |
| 3rd row | P |
| 4th row | P |
| 5th row | missing |
| Value | Count | Frequency (%) |
| missing | 267269 | |
| P | 117862 | |
| N | 71767 | 15.6% |
| C | 3658 | 0.8% |
| Value | Count | Frequency (%) |
| missing | 267269 | |
| p | 117862 | |
| n | 71767 | 15.6% |
| c | 3658 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 534538 | |
| s | 534538 | |
| m | 267269 | |
| n | 267269 | |
| g | 267269 | |
| P | 117862 | 5.7% |
| N | 71767 | 3.5% |
| C | 3658 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1870883 | |
| Uppercase Letter | 193287 | 9.4% |
Most frequent character per category
| Value | Count | Frequency (%) |
| i | 534538 | |
| s | 534538 | |
| m | 267269 | |
| n | 267269 | |
| g | 267269 |
| Value | Count | Frequency (%) |
| P | 117862 | |
| N | 71767 | |
| C | 3658 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2064170 |
Most frequent character per script
| Value | Count | Frequency (%) |
| i | 534538 | |
| s | 534538 | |
| m | 267269 | |
| n | 267269 | |
| g | 267269 | |
| P | 117862 | 5.7% |
| N | 71767 | 3.5% |
| C | 3658 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2064170 |
Most frequent character per block
| Value | Count | Frequency (%) |
| i | 534538 | |
| s | 534538 | |
| m | 267269 | |
| n | 267269 | |
| g | 267269 | |
| P | 117862 | 5.7% |
| N | 71767 | 3.5% |
| C | 3658 | 0.2% |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.790931809 |
|---|---|
| Minimum | 0 |
| Maximum | 3975 |
| Zeros | 383321 |
| Zeros (%) | 83.2% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 39.51 |
| Maximum | 3975 |
| Range | 3975 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23.70380841 |
|---|---|
| Coefficient of variation (CV) | 3.042486956 |
| Kurtosis | 1915.539696 |
| Mean | 7.790931809 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.10141562 |
| Sum | 3588160.39 |
| Variance | 561.8705329 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 383321 | |
| 35 | 10705 | 2.3% |
| 36 | 7204 | 1.6% |
| 33.6 | 6344 | 1.4% |
| 38 | 6197 | 1.3% |
| 39 | 4149 | 0.9% |
| 31.3 | 3148 | 0.7% |
| 32.8 | 2607 | 0.6% |
| 32 | 2293 | 0.5% |
| 46 | 1482 | 0.3% |
| Other values (990) | 33106 | 7.2% |
| Value | Count | Frequency (%) |
| 0 | 383321 | |
| 0.2 | 1 | < 0.1% |
| 0.44 | 18 | < 0.1% |
| 0.45 | 2 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3975 | 1 | |
| 1597 | 1 | |
| 1498.5 | 1 | |
| 1433.5 | 1 | |
| 1064 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1381668 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 460556 |
| Value | Count | Frequency (%) |
| 0.0 | 460556 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| . | 460556 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 921112 | |
| Other Punctuation | 460556 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 921112 |
| Value | Count | Frequency (%) |
| . | 460556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1381668 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| . | 460556 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1381668 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| . | 460556 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| 1320.0 | |
|---|---|
| 1380.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2763336 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1320.0 |
|---|---|
| 2nd row | 1380.0 |
| 3rd row | 1380.0 |
| 4th row | 1380.0 |
| 5th row | 1380.0 |
| Value | Count | Frequency (%) |
| 1320.0 | 277629 | |
| 1380.0 | 182927 |
| Value | Count | Frequency (%) |
| 1320.0 | 277629 | |
| 1380.0 | 182927 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| 1 | 460556 | |
| 3 | 460556 | |
| . | 460556 | |
| 2 | 277629 | 10.0% |
| 8 | 182927 | 6.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2302780 | |
| Other Punctuation | 460556 | 16.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| 1 | 460556 | |
| 3 | 460556 | |
| 2 | 277629 | 12.1% |
| 8 | 182927 | 7.9% |
| Value | Count | Frequency (%) |
| . | 460556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2763336 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| 1 | 460556 | |
| 3 | 460556 | |
| . | 460556 | |
| 2 | 277629 | 10.0% |
| 8 | 182927 | 6.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2763336 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 921112 | |
| 1 | 460556 | |
| 3 | 460556 | |
| . | 460556 | |
| 2 | 277629 | 10.0% |
| 8 | 182927 | 6.6% |
month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.028011794 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.363824047 |
|---|---|
| Coefficient of variation (CV) | 0.4786309622 |
| Kurtosis | -1.025808663 |
| Mean | 7.028011794 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2539622477 |
| Sum | 3236793 |
| Variance | 11.31531222 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 52306 | |
| 8 | 52264 | |
| 11 | 46759 | |
| 9 | 44758 | |
| 12 | 44203 | |
| 6 | 37634 | |
| 10 | 34778 | |
| 1 | 34383 | |
| 5 | 30283 | |
| 2 | 29254 | |
| Other values (2) | 53934 |
| Value | Count | Frequency (%) |
| 1 | 34383 | |
| 2 | 29254 | |
| 3 | 28694 | |
| 4 | 25240 | |
| 5 | 30283 |
| Value | Count | Frequency (%) |
| 12 | 44203 | |
| 11 | 46759 | |
| 10 | 34778 | |
| 9 | 44758 | |
| 8 | 52264 |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.876770686 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 73350 |
| Zeros (%) | 15.9% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.01769928 |
|---|---|
| Coefficient of variation (CV) | 0.701376474 |
| Kurtosis | -1.187585179 |
| Mean | 2.876770686 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.127768362 |
| Sum | 1324914 |
| Variance | 4.071110385 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 77800 | |
| 6 | 73860 | |
| 0 | 73350 | |
| 1 | 67433 | |
| 2 | 65637 | |
| 4 | 62733 | |
| 5 | 39743 |
| Value | Count | Frequency (%) |
| 0 | 73350 | |
| 1 | 67433 | |
| 2 | 65637 | |
| 3 | 77800 | |
| 4 | 62733 |
| Value | Count | Frequency (%) |
| 6 | 73860 | |
| 5 | 39743 | |
| 4 | 62733 | |
| 3 | 77800 | |
| 2 | 65637 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| 22.0 | |
|---|---|
| 23.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1842224 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 22.0 |
|---|---|
| 2nd row | 23.0 |
| 3rd row | 23.0 |
| 4th row | 23.0 |
| 5th row | 23.0 |
| Value | Count | Frequency (%) |
| 22.0 | 277629 | |
| 23.0 | 182927 |
| Value | Count | Frequency (%) |
| 22.0 | 277629 | |
| 23.0 | 182927 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 738185 | |
| . | 460556 | |
| 0 | 460556 | |
| 3 | 182927 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1381668 | |
| Other Punctuation | 460556 | 25.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 738185 | |
| 0 | 460556 | |
| 3 | 182927 | 13.2% |
| Value | Count | Frequency (%) |
| . | 460556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1842224 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 738185 | |
| . | 460556 | |
| 0 | 460556 | |
| 3 | 182927 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1842224 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 738185 | |
| . | 460556 | |
| 0 | 460556 | |
| 3 | 182927 | 9.9% |
| Distinct | 2115 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57343.91727 |
|---|---|
| Minimum | 0 |
| Maximum | 6078300 |
| Zeros | 141493 |
| Zeros (%) | 30.7% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 24420 |
| Q3 | 86400 |
| 95-th percentile | 187140 |
| Maximum | 6078300 |
| Range | 6078300 |
| Interquartile range (IQR) | 86400 |
Descriptive statistics
| Standard deviation | 118377.8676 |
|---|---|
| Coefficient of variation (CV) | 2.064349164 |
| Kurtosis | 423.534513 |
| Mean | 57343.91727 |
| Median Absolute Deviation (MAD) | 24420 |
| Skewness | 14.62238983 |
| Sum | 2.641008516 × 1010 |
| Variance | 1.401331955 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 141493 | |
| 86400 | 51301 | 11.1% |
| 86460 | 16300 | 3.5% |
| 10080 | 8156 | 1.8% |
| 8640 | 8109 | 1.8% |
| 1440 | 6888 | 1.5% |
| 7200 | 6458 | 1.4% |
| 11520 | 6253 | 1.4% |
| 86340 | 6016 | 1.3% |
| 12960 | 5599 | 1.2% |
| Other values (2105) | 203983 |
| Value | Count | Frequency (%) |
| 0 | 141493 | |
| 1380 | 22 | < 0.1% |
| 1440 | 6888 | 1.5% |
| 1500 | 18 | < 0.1% |
| 2820 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 6078300 | 1 | |
| 6076860 | 1 | |
| 6061020 | 2 | |
| 5912700 | 1 | |
| 5863680 | 1 |
| Distinct | 2793 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125971.0222 |
|---|---|
| Minimum | 0 |
| Maximum | 6295680 |
| Zeros | 139927 |
| Zeros (%) | 30.4% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 99360 |
| Q3 | 197340 |
| 95-th percentile | 316860 |
| Maximum | 6295680 |
| Range | 6295680 |
| Interquartile range (IQR) | 197340 |
Descriptive statistics
| Standard deviation | 168723.8716 |
|---|---|
| Coefficient of variation (CV) | 1.339386382 |
| Kurtosis | 130.2035847 |
| Mean | 125971.0222 |
| Median Absolute Deviation (MAD) | 99360 |
| Skewness | 6.922687921 |
| Sum | 5.801671008 × 1010 |
| Variance | 2.846774486 × 1010 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 139927 | |
| 1440 | 5530 | 1.2% |
| 2880 | 4445 | 1.0% |
| 4320 | 4219 | 0.9% |
| 5760 | 3875 | 0.8% |
| 7200 | 3781 | 0.8% |
| 8640 | 3654 | 0.8% |
| 86400 | 3199 | 0.7% |
| 10080 | 2838 | 0.6% |
| 198780 | 1630 | 0.4% |
| Other values (2783) | 287458 |
| Value | Count | Frequency (%) |
| 0 | 139927 | |
| 1380 | 16 | < 0.1% |
| 1440 | 5530 | 1.2% |
| 1500 | 14 | < 0.1% |
| 2820 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 6295680 | 1 | |
| 6266880 | 1 | |
| 6251040 | 1 | |
| 6248160 | 1 | |
| 6220800 | 1 |
event_nr
Real number (ℝ≥0)
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.539135306 |
|---|---|
| Minimum | 1 |
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.403700132 |
|---|---|
| Coefficient of variation (CV) | 0.5528260461 |
| Kurtosis | 1.28970217 |
| Mean | 2.539135306 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9225426208 |
| Sum | 1169414 |
| Variance | 1.97037406 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 129615 | |
| 2 | 129615 | |
| 3 | 83244 | |
| 4 | 80094 | |
| 5 | 23391 | 5.1% |
| 6 | 11606 | 2.5% |
| 7 | 1265 | 0.3% |
| 8 | 983 | 0.2% |
| 9 | 560 | 0.1% |
| 10 | 89 | < 0.1% |
| Other values (10) | 94 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 129615 | |
| 2 | 129615 | |
| 3 | 83244 | |
| 4 | 80094 | |
| 5 | 23391 | 5.1% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 3 | |
| 16 | 5 |
open_cases
Real number (ℝ≥0)
| Distinct | 3649 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10662.84286 |
|---|---|
| Minimum | 0 |
| Maximum | 17269 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Memory size | 3.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5898 |
| Q1 | 8987 |
| median | 10723 |
| Q3 | 12407 |
| 95-th percentile | 15581 |
| Maximum | 17269 |
| Range | 17269 |
| Interquartile range (IQR) | 3420 |
Descriptive statistics
| Standard deviation | 2924.895276 |
|---|---|
| Coefficient of variation (CV) | 0.2743072664 |
| Kurtosis | 0.7933714713 |
| Mean | 10662.84286 |
| Median Absolute Deviation (MAD) | 1719 |
| Skewness | -0.4422451051 |
| Sum | 4910836254 |
| Variance | 8555012.374 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 16492 | 1808 | 0.4% |
| 12105 | 1554 | 0.3% |
| 7509 | 1367 | 0.3% |
| 10448 | 1319 | 0.3% |
| 10356 | 1304 | 0.3% |
| 12308 | 1296 | 0.3% |
| 10352 | 1255 | 0.3% |
| 11754 | 1136 | 0.2% |
| 8759 | 1106 | 0.2% |
| 12846 | 1103 | 0.2% |
| Other values (3639) | 447308 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 14 | 15 | |
| 15 | 23 |
| Value | Count | Frequency (%) |
| 17269 | 26 | |
| 17268 | 37 | |
| 17266 | 16 | < 0.1% |
| 17264 | 31 | |
| 17261 | 63 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 MiB |
| deviant | |
|---|---|
| regular |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3223892 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | deviant |
|---|---|
| 2nd row | deviant |
| 3rd row | deviant |
| 4th row | deviant |
| 5th row | regular |
| Value | Count | Frequency (%) |
| deviant | 239478 | |
| regular | 221078 |
| Value | Count | Frequency (%) |
| deviant | 239478 | |
| regular | 221078 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 460556 | |
| a | 460556 | |
| r | 442156 | |
| d | 239478 | |
| v | 239478 | |
| i | 239478 | |
| n | 239478 | |
| t | 239478 | |
| g | 221078 | |
| u | 221078 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3223892 |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 460556 | |
| a | 460556 | |
| r | 442156 | |
| d | 239478 | |
| v | 239478 | |
| i | 239478 | |
| n | 239478 | |
| t | 239478 | |
| g | 221078 | |
| u | 221078 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3223892 |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 460556 | |
| a | 460556 | |
| r | 442156 | |
| d | 239478 | |
| v | 239478 | |
| i | 239478 | |
| n | 239478 | |
| t | 239478 | |
| g | 221078 | |
| u | 221078 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3223892 |
Most frequent character per block
| Value | Count | Frequency (%) |
| e | 460556 | |
| a | 460556 | |
| r | 442156 | |
| d | 239478 | |
| v | 239478 | |
| i | 239478 | |
| n | 239478 | |
| t | 239478 | |
| g | 221078 | |
| u | 221078 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| amount | org:resource | dismissal | concept:name | vehicleClass | totalPaymentAmount | lifecycle:transition | time:timestamp | article | points | case:concept:name | expense | notificationType | lastSent | paymentAmount | matricola | timesincemidnight | month | weekday | hour | timesincelastevent | timesincecasestart | event_nr | open_cases | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 35.0 | 561.0 | NIL | Create Fine | A | 0.0 | complete | 2006-08-01 22:00:00+00:00 | 157.0 | 0.0 | A100 | 0.0 | missing | missing | 0.0 | 0.0 | 1320.0 | 8.0 | 1.0 | 22.0 | 0.0 | 0.0 | 1.0 | 11267.0 | deviant |
| 1 | 35.0 | 561.0 | NIL | Send Fine | A | 0.0 | complete | 2006-12-11 23:00:00+00:00 | 157.0 | 0.0 | A100 | 11.0 | missing | missing | 0.0 | 0.0 | 1380.0 | 12.0 | 0.0 | 23.0 | 190140.0 | 190140.0 | 2.0 | 12351.0 | deviant |
| 2 | 35.0 | 561.0 | NIL | Insert Fine Notification | A | 0.0 | complete | 2007-01-14 23:00:00+00:00 | 157.0 | 0.0 | A100 | 11.0 | P | P | 0.0 | 0.0 | 1380.0 | 1.0 | 6.0 | 23.0 | 48960.0 | 239100.0 | 3.0 | 12192.0 | deviant |
| 3 | 71.5 | 561.0 | NIL | Add penalty | A | 0.0 | complete | 2007-03-15 23:00:00+00:00 | 157.0 | 0.0 | A100 | 11.0 | P | P | 0.0 | 0.0 | 1380.0 | 3.0 | 3.0 | 23.0 | 86400.0 | 325500.0 | 4.0 | 7762.0 | deviant |
| 4 | 36.0 | 561.0 | NIL | Create Fine | A | 0.0 | complete | 2007-03-08 23:00:00+00:00 | 157.0 | 0.0 | A10000 | 0.0 | missing | missing | 0.0 | 0.0 | 1380.0 | 3.0 | 3.0 | 23.0 | 0.0 | 0.0 | 1.0 | 7765.0 | regular |
| 5 | 36.0 | 561.0 | NIL | Send Fine | A | 0.0 | complete | 2007-07-16 22:00:00+00:00 | 157.0 | 0.0 | A10000 | 13.0 | missing | missing | 0.0 | 0.0 | 1320.0 | 7.0 | 0.0 | 22.0 | 187140.0 | 187140.0 | 2.0 | 9356.0 | regular |
| 6 | 36.0 | 561.0 | NIL | Insert Fine Notification | A | 0.0 | complete | 2007-08-01 22:00:00+00:00 | 157.0 | 0.0 | A10000 | 13.0 | P | P | 0.0 | 0.0 | 1320.0 | 8.0 | 2.0 | 22.0 | 23040.0 | 210180.0 | 3.0 | 9859.0 | regular |
| 7 | 74.0 | 561.0 | NIL | Add penalty | A | 0.0 | complete | 2007-09-30 22:00:00+00:00 | 157.0 | 0.0 | A10000 | 13.0 | P | P | 0.0 | 0.0 | 1320.0 | 9.0 | 6.0 | 22.0 | 86400.0 | 296580.0 | 4.0 | 10882.0 | regular |
| 8 | 74.0 | 561.0 | NIL | Payment | A | 87.0 | complete | 2008-09-08 22:00:00+00:00 | 157.0 | 0.0 | A10000 | 13.0 | P | P | 87.0 | 0.0 | 1320.0 | 9.0 | 0.0 | 22.0 | 495360.0 | 791940.0 | 5.0 | 14487.0 | regular |
| 9 | 36.0 | 537.0 | NIL | Create Fine | A | 0.0 | complete | 2007-03-18 23:00:00+00:00 | 157.0 | 0.0 | A10001 | 0.0 | missing | missing | 0.0 | 0.0 | 1380.0 | 3.0 | 6.0 | 23.0 | 0.0 | 0.0 | 1.0 | 7824.0 | regular |
Last rows
| amount | org:resource | dismissal | concept:name | vehicleClass | totalPaymentAmount | lifecycle:transition | time:timestamp | article | points | case:concept:name | expense | notificationType | lastSent | paymentAmount | matricola | timesincemidnight | month | weekday | hour | timesincelastevent | timesincecasestart | event_nr | open_cases | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 460546 | 131.0 | 25.0 | NIL | Insert Fine Notification | M | 0.0 | complete | 2002-11-03 23:00:00+00:00 | 142.0 | 0.0 | V9997 | 15.16 | P | N | 0.0 | 0.0 | 1380.0 | 11.0 | 6.0 | 23.0 | 14460.0 | 83580.0 | 3.0 | 12329.0 | deviant |
| 460547 | 262.0 | 25.0 | NIL | Add penalty | M | 0.0 | complete | 2003-01-02 23:00:00+00:00 | 142.0 | 0.0 | V9997 | 15.16 | P | N | 0.0 | 0.0 | 1380.0 | 1.0 | 3.0 | 23.0 | 86400.0 | 169980.0 | 4.0 | 12326.0 | deviant |
| 460548 | 131.0 | 25.0 | NIL | Create Fine | A | 0.0 | complete | 2002-09-06 22:00:00+00:00 | 142.0 | 0.0 | V9998 | 0.00 | missing | missing | 0.0 | 0.0 | 1320.0 | 9.0 | 4.0 | 22.0 | 0.0 | 0.0 | 1.0 | 12132.0 | deviant |
| 460549 | 131.0 | 25.0 | NIL | Send Fine | A | 0.0 | complete | 2002-10-24 22:00:00+00:00 | 142.0 | 0.0 | V9998 | 10.00 | missing | missing | 0.0 | 0.0 | 1320.0 | 10.0 | 3.0 | 22.0 | 69120.0 | 69120.0 | 2.0 | 12308.0 | deviant |
| 460550 | 131.0 | 25.0 | NIL | Insert Fine Notification | A | 0.0 | complete | 2002-10-30 23:00:00+00:00 | 142.0 | 0.0 | V9998 | 10.00 | P | N | 0.0 | 0.0 | 1380.0 | 10.0 | 2.0 | 23.0 | 8700.0 | 77820.0 | 3.0 | 12342.0 | deviant |
| 460551 | 262.0 | 25.0 | NIL | Add penalty | A | 0.0 | complete | 2002-12-29 23:00:00+00:00 | 142.0 | 0.0 | V9998 | 10.00 | P | N | 0.0 | 0.0 | 1380.0 | 12.0 | 6.0 | 23.0 | 86400.0 | 164220.0 | 4.0 | 12324.0 | deviant |
| 460552 | 131.0 | 25.0 | NIL | Create Fine | A | 0.0 | complete | 2002-09-06 22:00:00+00:00 | 142.0 | 0.0 | V9999 | 0.00 | missing | missing | 0.0 | 0.0 | 1320.0 | 9.0 | 4.0 | 22.0 | 0.0 | 0.0 | 1.0 | 12132.0 | deviant |
| 460553 | 131.0 | 25.0 | NIL | Send Fine | A | 0.0 | complete | 2002-10-24 22:00:00+00:00 | 142.0 | 0.0 | V9999 | 15.16 | missing | missing | 0.0 | 0.0 | 1320.0 | 10.0 | 3.0 | 22.0 | 69120.0 | 69120.0 | 2.0 | 12308.0 | deviant |
| 460554 | 131.0 | 25.0 | NIL | Insert Fine Notification | A | 0.0 | complete | 2002-11-03 23:00:00+00:00 | 142.0 | 0.0 | V9999 | 15.16 | P | N | 0.0 | 0.0 | 1380.0 | 11.0 | 6.0 | 23.0 | 14460.0 | 83580.0 | 3.0 | 12329.0 | deviant |
| 460555 | 262.0 | 25.0 | NIL | Add penalty | A | 0.0 | complete | 2003-01-02 23:00:00+00:00 | 142.0 | 0.0 | V9999 | 15.16 | P | N | 0.0 | 0.0 | 1380.0 | 1.0 | 3.0 | 23.0 | 86400.0 | 169980.0 | 4.0 | 12326.0 | deviant |